MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 2 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
11101
leila-huang
NEI MCP Server Claim
Enables interaction with the NEI platform to query project resources such as in…
C 64 55 54 60 34 82 86
11102
japisuru
An MCP-compatible server that enables LLM agents to interact with Aucterra's do…
C 64 55 54 60 41 81 83
11103
mcpcap
mcpcap Claim 1
An MCP server for analyzing PCAP files.
C 64 54 41 32 N/A 78 90 95
11104
openpharma-org
Provides comprehensive access to financial filings from 7,700+ Asian companies …
C 64 66 96 70 0 47 80 88
11105
hfyydd
localplay-mcp Claim
control mouse on your local computer
C 64 54 42 50 N/A 41 90 100
11106
sunub
Search your Obsidian vault to quickly find notes by title or keyword, summarize…
C 64 66 90 65 0 70 81 84
11107
jsdelivr
mcp Claim
Interact with a global network measurement platform.Run network commands from a…
C 64 66 94 72 0 36 81 96
11108
Oanakiaja
A chrome extension bridge that allows you to connect to a mcp server to use glo…
C 64 54 64 22 N/A 49 95 90
11109
ddoriboo
Provides FSS (Korean Financial Supervisory Service) pension data to AI models l…
C 64 55 72 63 39 81 53
11110
musaceylan
Enables AI assistants to track global food prices, search products by barcode o…
C 64 55 70 32 32 82 99
11111
RicardoCenci
WikiJS MCP Server Claim
Enables AI assistants to search and retrieve content from WikiJS knowledge base…
C 64 55 54 70 43 81 69
11112
zhizhuodemao
Android Proxy MCP Claim 2
An MCP server that enables AI assistants to capture and analyze HTTP/HTTPS traf…
C 64 54 65 31 N/A 51 90 83
11113
codingthefuturewithai
MCP JIRA Server Claim 1
A Model Context Protocol server that enables AI assistants to create and manage…
C 64 55 69 45 28 80 90
11114
Valerio357
mcp_server1 Claim
C 64 54 46 60 N/A 21 95 92
11115
adriangrahldev
An enhanced Model Context Protocol server providing comprehensive integration b…
C 64 55 72 82 49 81 27
11116
burugo
one-mcp Claim
A centralized reverse-proxy platform for MCP servers — manage, group, and expor…
C 64 64 100 40 0 74 95 79
11117
IncomeStreamSurfer
Provides tools for generating and editing images using OpenAI's gpt-image-1 mod…
C 64 55 60 51 36 81 88
11118
hieuttmmo
entraid-mcp-server Claim 1
A MCP server for Microsoft Entra ID (Azure AD) directory, user, group, device, …
C 64 55 75 40 27 78 90
11119
featherflow
BitScale MCP Server Claim 1
Connects your BitScale workspace to Claude, allowing you to manage grids, fetch…
C 64 55 54 40 48 82 100
11120
zakahan
vedit-mcp Claim
vedit-mcp
C 64 55 78 33 34 81 87
11121
imrnbeg
Jira MCP Server Claim
Enables fetching and viewing Jira issue details directly through Claude Desktop…
C 64 55 84 25 25 81 96
11122
kira-autonoma
agent-memory-mcp Claim 1
Agent memory MCP server with provenance tracking, decay-weighted recall, and fe…
C 64 54 90 0 N/A 50 81 97
11123
etnlbck
Ollama MCP Server Claim
Enables interaction with locally running Ollama models through chat, generation…
C 64 64 84 68 0 29 95 100
11124
CaptainCrouton89
A starter template for building custom MCP servers that can integrate with Clau…
C 64 55 60 100 25 81 38
11125
sriharsha-gvkss
MCP Server Example Claim
A complete working example of Model Context Protocol servers that exposes tools…
C 64 54 44 55 N/A 23 95 99
11126
Data-Nexus-Web3
thegraph-mcp Claim 1
An MCP server that powers AI agents with indexed blockchain data from The Graph.
C 64 55 57 41 48 82 93
11127
whdghk1907
MCP News Collector Claim 1
A Model Context Protocol server that collects and analyzes Korean stock market …
C 64 55 51 68 36 81 82
11128
grahamnotgrant
blacksmith Claim 2
MCP server for Blacksmith CI - query runs, analyze test failures, detect flaky …
C 64 64 71 70 0 62 92 91
11129
snjyor
MCP service that provides real-time access to Binance cryptocurrency market dat…
C 64 55 68 82 51 80 32
11130
fourcolors
Omi MCP Server Claim 1
Interact with the Omi API to manage conversations and memories seamlessly. Retr…
C 64 55 51 70 N/A 25 77 91
11131
oraichain
RAGFlow MCP Claim
A simple temporary MCP server for RAGFlow that bridges the gap until an officia…
C 64 54 66 35 N/A 43 88 88
11132
jonmmease
jons-mcp-imessage Claim
Enables AI assistants to read iMessage history and send messages on macOS. Supp…
C 64 54 64 31 N/A 26 92 100
11133
wr-web
ArXiv MCP Server Claim
Enables AI assistants to search and access arXiv papers through a Model Context…
C 64 55 78 74 39 81 36
11134
ZyrticX
N8N MCP Server Claim
Enables Claude Desktop to integrate with n8n workflow automation platform throu…
C 64 55 72 42 21 81 97
11135
yangkyeongmo
Enables integration with OpenMetadata by wrapping its REST API for standardized…
C 64 55 60 35 63 78 90
11136
pjookim
Korea Tour Claim 1
Explore the rich cultural heritage and attractions of Korea. Access detailed to…
C 64 54 70 62 N/A 16 90 68
11137
OMGEverdo
browser-pool-mcp Claim
A dynamic browser pool MCP server that enables multiple concurrent, isolated Pl…
C 64 55 66 82 N/A 27 95 36
11138
ArjunCodess
Connects AI tools to Storyblok CMS, allowing users to manage content through na…
C 64 55 70 82 43 81 33
11139
pipeworx-io
hackernews Claim
Hacker News MCP — search and retrieve stories from Hacker News
C 64 55 90 0 47 81 98
11140
nnaveenraju
Provides a persistent, vendor-neutral memory layer that allows AI tools and age…
C 64 54 78 0 N/A 63 91 92
11141
SpaceStation09
Provide identity linkage and analysis by querying user-related information acro…
C 64 54 50 62 N/A 15 95 90
11142
kjozsa
Jenkins MCP Claim
Enables managing Jenkins operations like listing jobs, triggering builds, and c…
C 64 55 60 43 39 80 98
11143
pradumnasaraf
Aviationstack Claim
Track real-time flight statuses, schedules, and airline information globally. A…
C 64 66 66 70 0 75 81 100
11144
JulesLiu390
Amadeus-QQ-MCP Claim 1
An MCP server that enables AI clients to send and receive QQ messages through N…
C 64 54 51 41 N/A 46 90 94
11145
kukapay
whereami-mcp Claim
A lightweight mcp server that tells you exactly where you are.
C 64 55 66 33 38 83 100
11146
itrimble
Image Viewer MCP Claim 1
A Model Context Protocol server that enables Claude to display and interact wit…
C 64 55 51 100 N/A 20 95 38
11147
steven-altitude
Grist MCP Server Claim
Connects Claude Desktop to Grist spreadsheets, enabling users to browse documen…
C 64 55 66 43 22 82 99
11148
boma086
OpenProject Claim
Check the current status of the OpenProject integration. Monitor health to ensu…
C 64 55 56 58 N/A 24 81 95
11149
skyrmionz
Provides production-ready examples of MCP servers that demonstrate building ric…
C 64 66 94 67 0 36 81 100
11150
Yaniddze
Provides comprehensive access to Escape From Tarkov game data including items, …
C 64 55 60 87 39 81 41
Showing 11101–11150 of 30006 servers
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